It could be a bad power supply or a bad motherboard. Without knowing more, I suspect it to be the motherboard, but it could also be the PS. Since the PS light is on, I would suspect no sign of activity at all to be a motherboard problem (easiest answer).
A dead motherboard may not boot, but...